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32 - Understanding Agency with Jan Kulveit

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Manage episode 421052030 series 2844728
Innehåll tillhandahållet av Daniel Filan. Allt poddinnehåll inklusive avsnitt, grafik och podcastbeskrivningar laddas upp och tillhandahålls direkt av Daniel Filan eller deras podcastplattformspartner. Om du tror att någon använder ditt upphovsrättsskyddade verk utan din tillåtelse kan du följa processen som beskrivs här https://sv.player.fm/legal.

What's the difference between a large language model and the human brain? And what's wrong with our theories of agency? In this episode, I chat about these questions with Jan Kulveit, who leads the Alignment of Complex Systems research group.

Patreon: patreon.com/axrpodcast

Ko-fi: ko-fi.com/axrpodcast

The transcript: axrp.net/episode/2024/05/30/episode-32-understanding-agency-jan-kulveit.html

Topics we discuss, and timestamps:

0:00:47 - What is active inference?

0:15:14 - Preferences in active inference

0:31:33 - Action vs perception in active inference

0:46:07 - Feedback loops

1:01:32 - Active inference vs LLMs

1:12:04 - Hierarchical agency

1:58:28 - The Alignment of Complex Systems group

Website of the Alignment of Complex Systems group (ACS): acsresearch.org

ACS on X/Twitter: x.com/acsresearchorg

Jan on LessWrong: lesswrong.com/users/jan-kulveit

Predictive Minds: Large Language Models as Atypical Active Inference Agents: arxiv.org/abs/2311.10215

Other works we discuss:

Active Inference: The Free Energy Principle in Mind, Brain, and Behavior: https://www.goodreads.com/en/book/show/58275959

Book Review: Surfing Uncertainty: https://slatestarcodex.com/2017/09/05/book-review-surfing-uncertainty/

The self-unalignment problem: https://www.lesswrong.com/posts/9GyniEBaN3YYTqZXn/the-self-unalignment-problem

Mitigating generative agent social dilemmas (aka language models writing contracts for Minecraft): https://social-dilemmas.github.io/

Episode art by Hamish Doodles: hamishdoodles.com

  continue reading

42 episoder

Artwork
iconDela
 
Manage episode 421052030 series 2844728
Innehåll tillhandahållet av Daniel Filan. Allt poddinnehåll inklusive avsnitt, grafik och podcastbeskrivningar laddas upp och tillhandahålls direkt av Daniel Filan eller deras podcastplattformspartner. Om du tror att någon använder ditt upphovsrättsskyddade verk utan din tillåtelse kan du följa processen som beskrivs här https://sv.player.fm/legal.

What's the difference between a large language model and the human brain? And what's wrong with our theories of agency? In this episode, I chat about these questions with Jan Kulveit, who leads the Alignment of Complex Systems research group.

Patreon: patreon.com/axrpodcast

Ko-fi: ko-fi.com/axrpodcast

The transcript: axrp.net/episode/2024/05/30/episode-32-understanding-agency-jan-kulveit.html

Topics we discuss, and timestamps:

0:00:47 - What is active inference?

0:15:14 - Preferences in active inference

0:31:33 - Action vs perception in active inference

0:46:07 - Feedback loops

1:01:32 - Active inference vs LLMs

1:12:04 - Hierarchical agency

1:58:28 - The Alignment of Complex Systems group

Website of the Alignment of Complex Systems group (ACS): acsresearch.org

ACS on X/Twitter: x.com/acsresearchorg

Jan on LessWrong: lesswrong.com/users/jan-kulveit

Predictive Minds: Large Language Models as Atypical Active Inference Agents: arxiv.org/abs/2311.10215

Other works we discuss:

Active Inference: The Free Energy Principle in Mind, Brain, and Behavior: https://www.goodreads.com/en/book/show/58275959

Book Review: Surfing Uncertainty: https://slatestarcodex.com/2017/09/05/book-review-surfing-uncertainty/

The self-unalignment problem: https://www.lesswrong.com/posts/9GyniEBaN3YYTqZXn/the-self-unalignment-problem

Mitigating generative agent social dilemmas (aka language models writing contracts for Minecraft): https://social-dilemmas.github.io/

Episode art by Hamish Doodles: hamishdoodles.com

  continue reading

42 episoder

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